A CertNexus Certified Training Course

Why Choose Certified Data Science Practitioner (CDSP) Training Course?

For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform—by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This Certified Data Science Practitioner (CDSP) training course will enable you to bring value to the business by putting data science concepts into practice. This Certified Data Science Practitioner (CDSP) training course includes hands on activities for each topic area.

To ensure your success in this course, specific prerequisites are mandatory to take. The program prerequisites can be accessed and viewed by visiting the following hyperlinked file: CDSP Prerequisites, and  CertNexus Exam Blueprints.

What are the Goals?

In this training course, you will implement data science techniques in order to address business issues. You will:

  • Use data science principles to address business issues.
  • Apply the extract, transform, and load (ETL) process to prepare datasets.
  • Use multiple techniques to analyze data and extract valuable insights.
  • Design a machine learning approach to address business issues.
  • Train, tune, and evaluate classification models.
  • Train, tune, and evaluate regression and forecasting models.
  • Train, tune, and evaluate clustering models.
  • Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.

Who is this Training Course for?

This Certified Data Science Practitioner (CDSP) training course is designed for business professionals who leverage data to address business issues. The typical participant in this training course will have several years of experience with computing technology, including some aptitude in computer programming.

However, there is not necessarily a single organizational role that this training course targets. A prospective participant might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data driven situations.

Ultimately, the target participant is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business.

This Certified Data Science Practitioner (CDSP) training course is also designed to assist participants in preparing for the CertNexus® Certified Data Science Practitioner (CDSP) (Exam DSP-110) certification.

The Course Content

Addressing Business Issues with Data Science

  • Initiate a Data Science Project
  • Formulate a Data Science Problem

Extracting, Transforming, and Loading Data

  • Extract Data
  • Transform Data
  • Load Data
  • Examine Data
  • Explore the Underlying Distribution of Data
  • Use Visualizations to Analyze Data
  • Preprocess Data

Designing a Machine Learning Approach

  • Identify Machine Learning Concepts
  • Test a Hypothesis

Developing Classification Models

  • Train and Tune Classification Models
  • Evaluate Classification Models

Developing Regression Models

  • Train and Tune Regression Models
  • Evaluate Regression Models

Developing Clustering Models

  • Train and Tune Clustering Models
  • Evaluate Clustering Models
  • Communicate Results to Stakeholders
  • Demonstrate Models in a Web App
  • Implement and Test Production Pipelines

Certificate and Accreditation

  • AZTech Certificate of Completion for delegates who attend and complete the training course
  • CertNexus Certificate will be issued to those delegates who successfully pass Exam DSP-110
In Partnership With
Anderson

Accreditation
Do you want to learn more about this course?

Available Sessions

Register for Certified Data Science Practitioner (CDSP) on 30 Jun-04 Jul 2025 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 30 Jun-04 Jul 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 11-15 Aug 2025 in Istanbul - Turkey
Venue: Istanbul - Turkey
Register
Date: 11-15 Aug 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 24-28 Nov 2025 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 24-28 Nov 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 04-08 May 2026 in London - UK
Venue: London - UK
Register
Date: 04-08 May 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 29 Jun-03 Jul 2026 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 29 Jun-03 Jul 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 10-14 Aug 2026 in Istanbul - Turkey
Venue: Istanbul - Turkey
Register
Date: 10-14 Aug 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 23-27 Nov 2026 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 23-27 Nov 2026
Fee: US $5,950

Frequently Asked Questions

Yes, we offer tailored corporate training solutions to meet your organization’s specific needs. Please contact us at info@aztechtraining.com or call +971 4 427 5400 for more information.

There are several convenient ways to register for our training programs:

  • Online: Explore our training calendar, choose the course that suits your needs, and click the “Register Now” button on the course details page.
  • Email: Share your details, including your name, organization, email address, and selected course, by sending an email to  info@aztechtraining.com
  • Phone: Reach out to us directly at +971 4 427 5400 or +971 4 427 5407, and our team will guide you through the registration process.

The training fees include full access to the training venue, along with comprehensive training materials to enhance your learning experience. Additionally, participants will be provided with writing supplies and stationery. To ensure comfort and convenience, the fee also covers lunch and refreshing coffee breaks throughout the duration of the course.

Our training programs are hosted at luxurious five-star hotels in prestigious destinations across the globe. Some of our popular locations include Dubai, London, Kuala Lumpur, Amsterdam, New York, Paris, Vienna, and many other iconic cities.

Once your registration is successfully completed, you will receive a confirmation email within 24 hours. This email will contain your registration details, invoice, and the necessary joining instructions for the course.

Do you know someone who'd love this course?
Tell them about it...

Find the right course for you

See your personalised recommendations based on your interests and goals.
layers icon
pin icon
View courses
Copyright © 2025 AZTech Training & Consultancy - All rights reserved.

AZTech Training & Consultancy
Chat with an assistant

Amina
Hello there
how can I assist you?
1:40
×